Covid-19 Forecasting (NG)

Hello there, I've been gone for a long time, but you know, not like it was noticable or anything. cries in Eigenvectors. Well, if you must know the reason for my being gone for such a long time then look no further than: work, school, work, sleep, anime, sleep and just being generally lazy, like everyone I know this period except way before the headstart. I don't have that much strength to go in depth about it so I WON'T. Anyhow, 2020?

Let's get to today's task: Forecasting confirmed COVID-19 cases. I would have to put it up on a 'Beginner's pedastal' so it should be super easy to follow. Also, the case focus would be my home country: Nigeria.

If you'd like to view a COVID-19 Dashboard, I made one a couple of weeks back for just African countries: click here to view the dashboard

Let's get to it!

In [ ]:
 
In [1]:
#Import packages/tools 

%matplotlib inline

import matplotlib.pyplot as plt
import pandas as pd
import numpy as np
import seaborn as sb #look at me not following norms.


import plotly.express as px #I like this one

from sklearn.preprocessing import StandardScaler

# from sklearn.base import BaseEstimator, TransformerMixin
# from sklearn.pipeline import Parallel, Pipeline, FeatureUnion


from catboost import CatBoostRegressor
from lightgbm import LGBMRegressor
from xgboost import XGBRegressor
from sklearn.ensemble import RandomForestRegressor
from sklearn.svm import NuSVR
from sklearn.linear_model import LinearRegression
from sklearn.naive_bayes import GaussianNB
from sklearn.linear_model import BayesianRidge

from sklearn.model_selection import KFold

import warnings
warnings.filterwarnings('error','ignore')
In [240]:
sb.set(style='white', font_scale=1.2, rc={"figure.figsize": (15,10)})


colors_ = {
    'background': '#111111',
    'text': '#BEBEBE',
    'grid': '#333333',
    'red': '#BF0000'
}

tickFont = {
    'size':12,
    'color':"rgb(30,30,30)",
    'family':"Courier New, monospace"}

SEED = 9
RANDOM_STATE = 5
In [241]:
from plotly.offline import init_notebook_mode,plot,iplot
import cufflinks
init_notebook_mode()
cufflinks.go_offline()

pd.set_option("max_rows", 500)

Next line: Data containing the cumulated confirmed cases(as well as Recovery and Deaths) daily, country and the data is loaded. I had to drop columns I won't be using such as Province/State, Cumulated Deaths and Recovery and the date is parsed as datetime.

Data Source:

In [242]:
data = pd.read_csv("~/NG_covid19_ML/data/allData.csv")\
        .drop(["Province/State", "CumDeaths", "CumRecovered"], axis=1)\
        .astype({'date':'datetime64[ns]'})

data.head(3)
Out[242]:
Country/Region date CumConfirmed
0 Afghanistan 2020-01-22 0
1 Albania 2020-01-22 0
2 Algeria 2020-01-22 0
In [243]:
#rename Country/Region to just Country
data.rename(columns={'Country/Region':'Country'}, inplace=True)
In [244]:
data.isna().sum() #No null values. Good!
Out[244]:
Country         0
date            0
CumConfirmed    0
dtype: int64
In [ ]:
 

Let's dedicate a couple of lines to making graphs: worldwide and then Africa.

In [245]:
countries_to_plot = ["US", "Italy", "China", "Germany", "Ghana", "Morocco", "Nigeria", "South Africa", "Tunisia"]
country_group = data.groupby(['date', 'Country'], as_index=False)['CumConfirmed'].sum()


xc = country_group[country_group["Country"].isin(countries_to_plot)]


trend_fig = px.line(xc, x="date", y="CumConfirmed", color="Country").for_each_trace\
(lambda rmvequalsign: rmvequalsign.update(name=rmvequalsign.name.split("=")[-1]))
trend_fig.update_traces(
        line=dict(width=3),
        selector=dict(type="scatter", mode="lines")
        )
trend_fig.update_layout({'legend_orientation':'h'}, font=tickFont)\
        .update_xaxes(title="", tickfont=tickFont)\
        .update_yaxes(title="Cumulated Confirmed Cases")
        
    
#african countries have lower cases so it's hard sighting them on the graph\
#(thousands compared to a million)
In [246]:
countries_to_plot = ["Ghana", "Morocco", "Nigeria", "South Africa", "Tunisia", "Kenya"] #6 african countries
country_group = data.groupby(['date', 'Country'], as_index=False)['CumConfirmed'].sum()


xc = country_group[country_group["Country"].isin(countries_to_plot)]


trend_fig = px.line(xc, x="date", y="CumConfirmed", color="Country").for_each_trace\
(lambda rmvequalsign: rmvequalsign.update(name=rmvequalsign.name.split("=")[-1]))
trend_fig.update_traces(
        line=dict(width=3),
        selector=dict(type="scatter", mode="lines")
        )
trend_fig.update_layout({'legend_orientation':'h'}, font=tickFont)\
        .update_xaxes(title="", tickfont=tickFont)\
        .update_yaxes(title="Cumulated Confirmed Cases")

iplot(trend_fig)
In [ ]:
 
In [247]:
#I shall be extracting data for Nigeria only
NG_data = data[data["Country"] == "Nigeria"]
NG_data.reset_index(drop=True, inplace=True)
In [248]:
#peep into the data and check last accounted date
NG_data.tail()  #29th, April 2020
Out[248]:
Country date CumConfirmed
94 Nigeria 2020-04-25 1182
95 Nigeria 2020-04-26 1273
96 Nigeria 2020-04-27 1337
97 Nigeria 2020-04-28 1532
98 Nigeria 2020-04-29 1728
In [ ]:
 

Going through the data I noticed that the 20th and 21st of April had the same value of 665, which would indicate that there was no case on the 21st but there was. One of the highest cases ever recorded: 117. I checked the NCDC's site to confirm and made the required changes to that index. Also, the first case in Nigeria wasn't till the 28th of February so I had to tailor the data starting from the 27th of February, just to get rid of that long list of zeros.

Let's investigate together!

In [249]:
NG_data[NG_data["CumConfirmed"] > 0].head(12) #easily identify first case - 28th. 
#No further case until the 9th of March. Take note of the index (37, so tailor from 36)
Out[249]:
Country date CumConfirmed
37 Nigeria 2020-02-28 1
38 Nigeria 2020-02-29 1
39 Nigeria 2020-03-01 1
40 Nigeria 2020-03-02 1
41 Nigeria 2020-03-03 1
42 Nigeria 2020-03-04 1
43 Nigeria 2020-03-05 1
44 Nigeria 2020-03-06 1
45 Nigeria 2020-03-07 1
46 Nigeria 2020-03-08 1
47 Nigeria 2020-03-09 2
48 Nigeria 2020-03-10 2
In [250]:
NG_data = NG_data.iloc[36:, :] #Tailored!
NG_data.reset_index(drop=True, inplace=True)
NG_data.head()
Out[250]:
Country date CumConfirmed
0 Nigeria 2020-02-27 0
1 Nigeria 2020-02-28 1
2 Nigeria 2020-02-29 1
3 Nigeria 2020-03-01 1
4 Nigeria 2020-03-02 1
In [251]:
NG_data.tail(8) #note index 53 and 54
Out[251]:
Country date CumConfirmed
55 Nigeria 2020-04-22 873
56 Nigeria 2020-04-23 981
57 Nigeria 2020-04-24 1095
58 Nigeria 2020-04-25 1182
59 Nigeria 2020-04-26 1273
60 Nigeria 2020-04-27 1337
61 Nigeria 2020-04-28 1532
62 Nigeria 2020-04-29 1728
In [252]:
NG_data.iplot(x='date', y='CumConfirmed')

Could you tell that flat curve just after 'Apr 19,' yeah? That's the culprit; 665 both on the 20th and 21st, while this could be a good thing meaning Nigeria had no new case on the 21st, we know that's false. In fact, we had 117 new cases on the 21st, summing it to 782. Hence, (20th) 665 - (21st) 782 - (22nd) 873 and so forth.

Also, NCDC's correction for the 18th of April: 541 instead of 542. Index 51.

Proof has been included below and update is to be made.

21_04_2020

In [253]:
#index 54, column CumConfirmed, replace 665 with 782
NG_data.at[54, 'CumConfirmed'] = 782 

NG_data.iloc[53:56, :] #perfection!
Out[253]:
Country date CumConfirmed
53 Nigeria 2020-04-20 665
54 Nigeria 2020-04-21 782
55 Nigeria 2020-04-22 873
In [254]:
NG_data.at[51, 'CumConfirmed'] = 541
NG_data.iloc[50:52, :]
Out[254]:
Country date CumConfirmed
50 Nigeria 2020-04-17 493
51 Nigeria 2020-04-18 541
In [255]:
#re-draw.
px.line(NG_data, x='date', y='CumConfirmed')

Now, let's use dataFrame.diff() on the CumConfirmed Column so we can get the daily cases from it, convert possible NaNs to zeros, which should be only one at the very top(0 - 'no value' = NaN)

In [256]:
NG_data["DailyConfirmed"] = NG_data["CumConfirmed"].diff()
NG_data.head()
Out[256]:
Country date CumConfirmed DailyConfirmed
0 Nigeria 2020-02-27 0 NaN
1 Nigeria 2020-02-28 1 1.0
2 Nigeria 2020-02-29 1 0.0
3 Nigeria 2020-03-01 1 0.0
4 Nigeria 2020-03-02 1 0.0
In [257]:
NG_data.fillna(axis=1, value=0, inplace=True)
NG_data.head(5)
Out[257]:
Country date CumConfirmed DailyConfirmed
0 Nigeria 2020-02-27 0 0.0
1 Nigeria 2020-02-28 1 1.0
2 Nigeria 2020-02-29 1 0.0
3 Nigeria 2020-03-01 1 0.0
4 Nigeria 2020-03-02 1 0.0
In [258]:
#cases on a daily basis
px.line(NG_data, x='date', y='DailyConfirmed')

Now, let's slip in data for our testing. I want to make predictions for the next 8 days, starting on the 28th, and then merge with our data on the row level.

In [1]:
post_date = ['2020-05-01', '2020-05-02', '2020-05-03', '2020-05-04', '2020-05-05', '2020-05-06', '2020-05-07', '2020-05-08']
post_incident = pd.DataFrame(post_date, columns=["date"])
post_incident["date"] = post_incident['date'].astype('datetime64[ns]')
post_incident.head(5)
---------------------------------------------
NameError   Traceback (most recent call last)
<ipython-input-1-469bf281df16> in <module>
      1 post_date = ['2020-05-01', '2020-05-02', '2020-05-03', '2020-05-04', '2020-05-05', '2020-05-06', '2020-05-07', '2020-05-08']
----> 2 post_incident = pd.DataFrame(post_date, columns=["date"])
      3 post_incident["date"] = post_incident['date'].astype('datetime64[ns]')
      4 post_incident.head(5)

NameError: name 'pd' is not defined
In [260]:
covid19_NG = pd.concat([NG_data, post_incident], sort=False, axis=0)
covid19_NG.reset_index(drop=True, inplace=True)
covid19_NG.tail(15)
Out[260]:
Country date CumConfirmed DailyConfirmed
56 Nigeria 2020-04-23 981.0 108.0
57 Nigeria 2020-04-24 1095.0 114.0
58 Nigeria 2020-04-25 1182.0 87.0
59 Nigeria 2020-04-26 1273.0 91.0
60 Nigeria 2020-04-27 1337.0 64.0
61 Nigeria 2020-04-28 1532.0 195.0
62 Nigeria 2020-04-29 1728.0 196.0
63 NaN 2020-04-30 NaN NaN
64 NaN 2020-05-01 NaN NaN
65 NaN 2020-05-02 NaN NaN
66 NaN 2020-05-03 NaN NaN
67 NaN 2020-05-04 NaN NaN
68 NaN 2020-05-05 NaN NaN
69 NaN 2020-05-06 NaN NaN
70 NaN 2020-05-07 NaN NaN
In [261]:
covid19_NG["day"] = covid19_NG.date.dt.strftime("%m%d").astype('int')

covid19_NG.head()
Out[261]:
Country date CumConfirmed DailyConfirmed day
0 Nigeria 2020-02-27 0.0 0.0 227
1 Nigeria 2020-02-28 1.0 1.0 228
2 Nigeria 2020-02-29 1.0 0.0 229
3 Nigeria 2020-03-01 1.0 0.0 301
4 Nigeria 2020-03-02 1.0 0.0 302

I checked around for news that could be of value in terms of feature engineering.

21-03-2020: NG bans entry of travelers from 13 countries(incl. US, Uk, Italy, France and China) [ng.usembassy.gov] Ban to last for 4 weeks.

28-03-2020: GTB hands over 110-bed isolation centre to Lagos State Gov.

08-04-2020: 110-bed isolation centre by GTB begins operation. [Allafrica]('https://allafrica.com']
31-03-2020: Lockdown as announced by Pres. Buhari (Starts 11:30PM on the 30th, so next day then)

14-04-2020: Another lockdown starts. 04-03-2020: No single isolation centre in Abuja says Senate President. [Punch.ng] 27-01-2020: First Nigeria case. NCDC

21-02-2020: covid19 training starts ncdc.gov.ng

I contemplated using the bolded ones and ended up picking just one: Travel Ban. Lockdown started looking like Travel Ban after some days so I just dropped it.

In [262]:
def lk(val):
    if val >= 331 and val <= 404:
        return "Relaxed"
    elif val >= 405 and val <=414:
        return "Tight"
    elif val <= 330:
        return "Not enforced"
    else:
        return "Relaxed"
In [263]:
covid19_NG["Lockdown"] = covid19_NG["day"].apply(lk)
covid19_NG[covid19_NG["Lockdown"] == "Relaxed"].head(3)
Out[263]:
Country date CumConfirmed DailyConfirmed day Lockdown
33 Nigeria 2020-03-31 135.0 4.0 331 Relaxed
34 Nigeria 2020-04-01 174.0 39.0 401 Relaxed
35 Nigeria 2020-04-02 184.0 10.0 402 Relaxed
In [264]:
covid19_NG["Travel Ban"] = covid19_NG["day"].apply(lambda x: "Enforced" if x >= 321 else "Not Enforced")
covid19_NG[covid19_NG["Travel Ban"] == "Enforced"].head(3)

#321 - 21st of March, when ban became effective.
Out[264]:
Country date CumConfirmed DailyConfirmed day Lockdown Travel Ban
23 Nigeria 2020-03-21 22.0 10.0 321 Not enforced Enforced
24 Nigeria 2020-03-22 30.0 8.0 322 Not enforced Enforced
25 Nigeria 2020-03-23 40.0 10.0 323 Not enforced Enforced
In [265]:
covid19_NG["day_name"] = covid19_NG.date.dt.day_name()
covid19_NG.head()
Out[265]:
Country date CumConfirmed DailyConfirmed day Lockdown Travel Ban day_name
0 Nigeria 2020-02-27 0.0 0.0 227 Not enforced Not Enforced Thursday
1 Nigeria 2020-02-28 1.0 1.0 228 Not enforced Not Enforced Friday
2 Nigeria 2020-02-29 1.0 0.0 229 Not enforced Not Enforced Saturday
3 Nigeria 2020-03-01 1.0 0.0 301 Not enforced Not Enforced Sunday
4 Nigeria 2020-03-02 1.0 0.0 302 Not enforced Not Enforced Monday
In [266]:
sb.barplot(data=covid19_NG, x="day_name", y="DailyConfirmed")
Out[266]:
<matplotlib.axes._subplots.AxesSubplot at 0x7f91d14bbdd8>
In [267]:
print("Highest reported cases in Nigeria: ", covid19_NG["DailyConfirmed"].max())
covid19_NG[covid19_NG["DailyConfirmed"] == covid19_NG["DailyConfirmed"].max()]
Highest reported cases in Nigeria:  196.0
Out[267]:
Country date CumConfirmed DailyConfirmed day Lockdown Travel Ban day_name
62 Nigeria 2020-04-29 1728.0 196.0 429 Relaxed Enforced Wednesday
In [ ]:
 
In [268]:
covid19_NG.drop(["Country", "date"], axis=1, inplace=True) #drop country and date
In [269]:
#Log transform DailyConfirmed. NaNs won't be transformed
covid19_NG["DailyConfirmed"] = np.log1p(covid19_NG["DailyConfirmed"])
In [270]:
covid19_NG = pd.get_dummies(covid19_NG, drop_first=True) #get dummies 
covid19_NG.head()
Out[270]:
CumConfirmed DailyConfirmed day Lockdown_Relaxed Lockdown_Tight Travel Ban_Not Enforced day_name_Monday day_name_Saturday day_name_Sunday day_name_Thursday day_name_Tuesday day_name_Wednesday
0 0.0 0.000000 227 0 0 1 0 0 0 1 0 0
1 1.0 0.693147 228 0 0 1 0 0 0 0 0 0
2 1.0 0.000000 229 0 0 1 0 1 0 0 0 0
3 1.0 0.000000 301 0 0 1 0 0 1 0 0 0
4 1.0 0.000000 302 0 0 1 1 0 0 0 0 0

Let's split the data into train, validation and testing.

In [271]:
train = covid19_NG[covid19_NG["day"] <= 427] #Train on this
val = covid19_NG[(covid19_NG["day"] >= 428) & (covid19_NG["day"] <= 429)] #validate
test = covid19_NG[covid19_NG["day"] >= 430] #test
In [272]:
print("Original data shape: ", covid19_NG.shape, "\nTrain shape: ", train.shape, "\nValidation data shape", val.shape, "\nTest data shape: ",test.shape)
Original data shape:  (71, 12) 
Train shape:  (61, 12) 
Validation data shape (2, 12) 
Test data shape:  (8, 12)
In [ ]:
 

Get ready for TRAINING and TESTING! fight!

In [273]:
Xtrain = train.drop(["CumConfirmed", "DailyConfirmed"], axis=1)
ytrain = train["DailyConfirmed"]

Xval = val.drop(["CumConfirmed", "DailyConfirmed"], axis=1)
yval = val["DailyConfirmed"]

Xtest = test.drop(["CumConfirmed", "DailyConfirmed"], axis=1)

Xtrain.head(3)
Out[273]:
day Lockdown_Relaxed Lockdown_Tight Travel Ban_Not Enforced day_name_Monday day_name_Saturday day_name_Sunday day_name_Thursday day_name_Tuesday day_name_Wednesday
0 227 0 0 1 0 0 0 1 0 0
1 228 0 0 1 0 0 0 0 0 0
2 229 0 0 1 0 1 0 0 0 0
In [ ]:
 
In [274]:
ss = StandardScaler()
In [275]:
Xtrain = ss.fit_transform(Xtrain)
Xval = ss.transform(Xval)
Xtest = ss.transform(Xtest)
In [ ]:
 
In [276]:
from sklearn.metrics import mean_squared_error as mse
In [277]:
br = BayesianRidge(n_iter=1000)
gu = GaussianNB()
In [2]:
cat_params = {
    'num_boost_round':50000,
    'learning_rate': 0.001,
    'silent':True,
    'eval_metric': 'RMSE',
    'early_stopping_rounds':100,
    'max_depth':7,
    'use_best_model':True,
    'random_state': RANDOM_STATE
}
---------------------------------------------
NameError   Traceback (most recent call last)
<ipython-input-2-a5430a2f685c> in <module>
      7     'max_depth':7,
      8     'use_best_model':True,
----> 9     'random_state': RANDOM_STATE
     10 }

NameError: name 'RANDOM_STATE' is not defined
In [293]:
cat_model = CatBoostRegressor(**cat_params)
rf_model = RandomForestRegressor(n_estimators=80000, random_state=RANDOM_STATE)
nuSVR = NuSVR(C=100, cache_size=400, tol=0.005, gamma='auto', coef0=0.05)
#
In [294]:
cat_model.fit(Xtrain, ytrain, eval_set=[(Xval, yval)])
print("Best Score: ", cat_model.best_score_, "\nIteration stopped at: ", cat_model.best_iteration_)
0:	learn: 2.6106075	test: 5.2792557	best: 5.2792557 (0)	total: 33.4ms	remaining: 27m 51s
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17410:	learn: 0.3696918	test: 1.0097933	best: 1.0096851 (17378)	total: 18.8s	remaining: 35.1s
17411:	learn: 0.3696889	test: 1.0097877	best: 1.0096851 (17378)	total: 18.8s	remaining: 35.1s
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17413:	learn: 0.3696787	test: 1.0097249	best: 1.0096851 (17378)	total: 18.8s	remaining: 35.1s
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17422:	learn: 0.3696497	test: 1.0098297	best: 1.0096851 (17378)	total: 18.8s	remaining: 35.1s
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17425:	learn: 0.3696420	test: 1.0098716	best: 1.0096851 (17378)	total: 18.8s	remaining: 35.1s
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17427:	learn: 0.3696404	test: 1.0098291	best: 1.0096851 (17378)	total: 18.8s	remaining: 35.1s
17428:	learn: 0.3696375	test: 1.0098565	best: 1.0096851 (17378)	total: 18.8s	remaining: 35.1s
17429:	learn: 0.3696359	test: 1.0098543	best: 1.0096851 (17378)	total: 18.8s	remaining: 35.1s
17430:	learn: 0.3696347	test: 1.0098331	best: 1.0096851 (17378)	total: 18.8s	remaining: 35.1s
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17453:	learn: 0.3695178	test: 1.0096963	best: 1.0096851 (17378)	total: 18.8s	remaining: 35.1s
17454:	learn: 0.3695159	test: 1.0096614	best: 1.0096614 (17454)	total: 18.8s	remaining: 35.1s
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17459:	learn: 0.3694884	test: 1.0097336	best: 1.0096614 (17454)	total: 18.8s	remaining: 35.1s
17460:	learn: 0.3694847	test: 1.0097410	best: 1.0096614 (17454)	total: 18.8s	remaining: 35.1s
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17464:	learn: 0.3694785	test: 1.0097465	best: 1.0096614 (17454)	total: 18.8s	remaining: 35.1s
17465:	learn: 0.3694733	test: 1.0097539	best: 1.0096614 (17454)	total: 18.8s	remaining: 35.1s
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17467:	learn: 0.3694526	test: 1.0097923	best: 1.0096614 (17454)	total: 18.8s	remaining: 35.1s
17468:	learn: 0.3694512	test: 1.0097642	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17469:	learn: 0.3694469	test: 1.0097295	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17470:	learn: 0.3694462	test: 1.0097086	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17471:	learn: 0.3694436	test: 1.0096877	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
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17473:	learn: 0.3694401	test: 1.0096947	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17474:	learn: 0.3694383	test: 1.0096667	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17475:	learn: 0.3694381	test: 1.0096940	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17476:	learn: 0.3694201	test: 1.0096700	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17477:	learn: 0.3694134	test: 1.0096973	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
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17480:	learn: 0.3694077	test: 1.0097088	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17481:	learn: 0.3694061	test: 1.0097361	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
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17488:	learn: 0.3693885	test: 1.0097680	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17489:	learn: 0.3693825	test: 1.0097953	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17490:	learn: 0.3693775	test: 1.0098028	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17491:	learn: 0.3693763	test: 1.0098301	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
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17495:	learn: 0.3693723	test: 1.0098913	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
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17499:	learn: 0.3693543	test: 1.0099169	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17500:	learn: 0.3693541	test: 1.0099442	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17501:	learn: 0.3693431	test: 1.0099098	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
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17507:	learn: 0.3693304	test: 1.0099555	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17508:	learn: 0.3693229	test: 1.0099473	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17509:	learn: 0.3693116	test: 1.0099195	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17510:	learn: 0.3693114	test: 1.0099467	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
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17512:	learn: 0.3693101	test: 1.0099257	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17513:	learn: 0.3693092	test: 1.0099530	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17514:	learn: 0.3692833	test: 1.0099802	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
17515:	learn: 0.3692832	test: 1.0099797	best: 1.0096614 (17454)	total: 18.9s	remaining: 35.1s
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17520:	learn: 0.3692731	test: 1.0099599	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
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17524:	learn: 0.3692596	test: 1.0099832	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17525:	learn: 0.3692499	test: 1.0099900	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17526:	learn: 0.3692491	test: 1.0099695	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17527:	learn: 0.3692483	test: 1.0099968	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17528:	learn: 0.3692472	test: 1.0099764	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17529:	learn: 0.3692378	test: 1.0099650	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17530:	learn: 0.3692333	test: 1.0099923	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17531:	learn: 0.3692214	test: 1.0099446	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17532:	learn: 0.3692136	test: 1.0098863	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
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17536:	learn: 0.3691902	test: 1.0098929	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17537:	learn: 0.3691896	test: 1.0098974	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17538:	learn: 0.3691832	test: 1.0099050	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17539:	learn: 0.3691807	test: 1.0099322	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17540:	learn: 0.3691789	test: 1.0099399	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17541:	learn: 0.3691452	test: 1.0098817	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17542:	learn: 0.3691441	test: 1.0098615	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17543:	learn: 0.3691437	test: 1.0098888	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17544:	learn: 0.3691423	test: 1.0099160	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17545:	learn: 0.3691366	test: 1.0099237	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17546:	learn: 0.3691310	test: 1.0099314	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17547:	learn: 0.3691079	test: 1.0098733	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17548:	learn: 0.3690899	test: 1.0098215	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17549:	learn: 0.3690893	test: 1.0098260	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17550:	learn: 0.3690873	test: 1.0098532	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17551:	learn: 0.3690872	test: 1.0098527	best: 1.0096614 (17454)	total: 18.9s	remaining: 35s
17552:	learn: 0.3690870	test: 1.0098799	best: 1.0096614 (17454)	total: 19s	remaining: 35s
17553:	learn: 0.3690870	test: 1.0098794	best: 1.0096614 (17454)	total: 19s	remaining: 35s
17554:	learn: 0.3690851	test: 1.0098871	best: 1.0096614 (17454)	total: 19s	remaining: 35s
Stopped by overfitting detector  (100 iterations wait)

bestTest = 1.009661446
bestIteration = 17454

Shrink model to first 17455 iterations.
Best Score:  {'learn': {'RMSE': 0.3690850773677326}, 'validation': {'RMSE': 1.0096614456292605}} 
Iteration stopped at:  17454
In [296]:
train_pred_cat = cat_model.predict(Xtrain)

print("RMSE: ", np.sqrt(mse(train_pred_cat, np.expm1(ytrain))))
RMSE:  36.22464643034962
In [297]:
val_pred = cat_model.predict(Xval)


print("Predicted values: ", list(np.round(np.expm1(val_pred), decimals=0)))
print("Actual values: ", list(np.round(np.expm1(yval), decimals=0)))
print("RMSE: ", np.sqrt(mse(val_pred, np.expm1(yval))))
Predicted values:  [67.0, 75.0]
Actual values:  [195.0, 196.0]
RMSE:  191.22793506573979
In [298]:
test_pred_cat = cat_model.predict(Xtest)
test_pred_cat #log-transformed
Out[298]:
array([4.22158053, 4.58461073, 4.25557375, 4.37896889, 4.28387889,
       4.21364079, 4.3315064 , 4.22158053])
In [285]:
# xg_model = XGBRegressor(n_estimators=20000, learning_rate=0.0005)
### Random Forest
In [286]:
rf_model.fit(Xtrain, ytrain)
Out[286]:
RandomForestRegressor(bootstrap=True, criterion='mse', max_depth=None,
                      max_features='auto', max_leaf_nodes=None,
                      min_impurity_decrease=0.0, min_impurity_split=None,
                      min_samples_leaf=1, min_samples_split=2,
                      min_weight_fraction_leaf=0.0, n_estimators=80000,
                      n_jobs=None, oob_score=False, random_state=5, verbose=0,
                      warm_start=False)
In [287]:
train_pred_rf = rf_model.predict(Xtrain)
print("RMSE (TRAIN): ", np.sqrt(mse(train_pred_rf, np.expm1(ytrain))))
print("######")

##evaluation
val_pred_rf = rf_model.predict(Xval)
print("Predicted values: ", list(np.round(np.expm1(val_pred_rf), decimals=0)))
print("Actual values: ", list(np.round(np.expm1(yval), decimals=0)))
print("RMSE (EVALUATION): ", np.sqrt(mse(val_pred_rf, np.expm1(yval))))

##test prediction
test_pred_rf = rf_model.predict(Xtest)
RMSE (TRAIN):  36.17916344976463
######
Predicted values:  [89.0, 84.0]
Actual values:  [195.0, 196.0]
RMSE (EVALUATION):  191.02533512859262
In [288]:
# list(np.round(np.expm1(covid19_NG.DailyConfirmed[:-9]), decimals=0))
In [ ]:
 
In [289]:
cat_pred = np.round(np.expm1(test_pred_cat), decimals=0)
rf_pred = np.round(np.expm1(test_pred_rf), decimals=0)

avr = (cat_pred + rf_pred)/2
In [290]:
test_predictions = pd.DataFrame({
                                "date": post_incident["date"],
                                "New Cases (CAT)": [int(x) for x in cat_pred],
                                "New Cases (Random Forest)": [int(x) for x in rf_pred],
                                "New Cases (on average)": [int(x) for x in (np.round(avr, decimals=0))]

                               })


test_predictions 
Out[290]:
date New Cases (CAT) New Cases (Random Forest) New Cases (on average)
0 2020-04-30 68 87 78
1 2020-05-01 96 86 91
2 2020-05-02 70 84 77
3 2020-05-03 79 84 82
4 2020-05-04 72 72 72
5 2020-05-05 65 89 77
6 2020-05-06 75 84 80
7 2020-05-07 68 87 78

Overfitting was expected and owing largely to the small data size.

In [291]:
test_predictions.to_csv("~/NG_covid19_ML/data/submission.csv")
In [ ]:
 

Disclaimer

The above predicted values are not to be substituted for actual future events. The table is merely a forecast for learning purposes.

bye

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In [55]:
# from IPython.display import Image
# Image("gifs/hinata.gif", width='80%')
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